Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "161" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 78 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 76 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459894 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.813052 | 31.304725 | -0.626809 | -0.816584 | -0.383548 | 0.742227 | 0.025221 | 1.413108 | 0.6789 | 0.5548 | 0.3525 | nan | nan |
| 2459893 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.881662 | 32.719339 | -0.628047 | -0.856194 | -0.202643 | 0.288516 | -0.209044 | 1.123783 | 0.6835 | 0.5695 | 0.3498 | nan | nan |
| 2459892 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459891 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.939936 | 29.454785 | -0.712614 | -0.886551 | -0.785024 | 0.591655 | 0.202817 | 1.272837 | 0.6786 | 0.5668 | 0.3516 | nan | nan |
| 2459890 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.019653 | 29.328666 | -0.572496 | -1.095312 | -0.478081 | 0.668110 | -0.372913 | 0.401573 | 0.6803 | 0.5642 | 0.3499 | nan | nan |
| 2459889 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.144847 | 33.428959 | -1.409532 | -0.968349 | -1.303110 | 0.411695 | -0.545663 | 1.664873 | 0.6883 | 0.5703 | 0.3484 | nan | nan |
| 2459888 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.874372 | 27.907903 | -1.187431 | -0.941023 | -0.139652 | 0.678459 | -0.952858 | 0.284559 | 0.7013 | 0.5952 | 0.3372 | nan | nan |
| 2459887 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.843743 | 29.900464 | -1.006209 | -1.372575 | -0.171542 | -0.098308 | -0.483680 | 0.884198 | 0.6869 | 0.5699 | 0.3519 | nan | nan |
| 2459886 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.538436 | 35.426146 | -0.868228 | -0.873185 | 11.262321 | 8.448360 | 0.240964 | 0.523309 | 0.7622 | 0.6520 | 0.2938 | nan | nan |
| 2459885 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.687102 | 45.378981 | 0.205576 | 8.320910 | -0.693808 | 7.234911 | 0.115692 | 5.163214 | 0.7283 | 0.6128 | 0.3108 | nan | nan |
| 2459884 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.918606 | 28.561604 | -0.555478 | -0.993914 | 0.507701 | 0.182833 | -0.502665 | 0.929077 | 0.6942 | 0.5686 | 0.3511 | nan | nan |
| 2459883 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.495697 | 37.404151 | -0.183747 | 7.341901 | -0.546922 | 3.687199 | -0.343385 | 3.505842 | 0.6868 | 0.5738 | 0.3379 | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.800748 | 58.118641 | -0.078788 | 8.315502 | -0.968100 | 5.139108 | 0.001371 | 1.933028 | 0.6867 | 0.5665 | 0.3393 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.668215 | 34.825442 | -0.266146 | 9.614200 | -1.641767 | 9.838823 | 0.838670 | 7.764864 | 0.7291 | 0.6389 | 0.2886 | nan | nan |
| 2459880 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.540070 | 41.630177 | -0.611207 | 7.816576 | -0.686195 | 3.009770 | 0.328461 | 1.866332 | 0.6825 | 0.5704 | 0.3481 | nan | nan |
| 2459879 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.563624 | 24.940365 | -0.110118 | -1.210764 | 0.629145 | -1.727625 | 0.416821 | 1.474437 | 0.6745 | 0.5672 | 0.3593 | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.203201 | 37.429106 | -0.294447 | 9.826741 | -0.567378 | 5.463467 | 0.238768 | 4.631557 | 0.6806 | 0.5766 | 0.3509 | nan | nan |
| 2459876 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.342140 | 40.013101 | -0.401217 | 6.418545 | -0.828670 | 15.405593 | 0.548800 | 4.409804 | 0.7037 | 0.5623 | 0.3487 | nan | nan |
| 2459875 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.729418 | 44.014943 | 0.043374 | 9.195177 | -0.428853 | 6.775731 | -0.315049 | 3.910557 | 0.7128 | 0.6005 | 0.3390 | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.558311 | 61.586483 | -0.436399 | 4.236007 | -0.109400 | 8.717268 | 0.379119 | 2.546880 | 0.7025 | 0.5579 | 0.3441 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.473997 | 46.327908 | -0.301757 | 6.009883 | -1.162151 | 3.712061 | -0.426017 | 1.516455 | 0.7069 | 0.5573 | 0.3383 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.717818 | 40.923244 | 0.649895 | 8.542731 | -1.109456 | 10.144708 | 0.467301 | 1.864222 | 0.6993 | 0.5462 | 0.3556 | nan | nan |
| 2459871 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.828565 | 33.659365 | 0.316634 | 8.692666 | 0.117373 | 8.265343 | -0.193984 | 0.896809 | 0.7066 | 0.5556 | 0.3482 | nan | nan |
| 2459870 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.647195 | 55.788755 | 0.247064 | 5.989598 | -0.650701 | 5.355011 | 1.620247 | 3.083724 | 0.7120 | 0.5671 | 0.3425 | nan | nan |
| 2459869 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.895836 | 45.936963 | 0.288621 | 5.216791 | -0.647766 | 6.213847 | 0.205687 | 2.407092 | 0.7165 | 0.5888 | 0.3366 | nan | nan |
| 2459868 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.730773 | 49.951335 | -0.227386 | 9.006257 | -0.853778 | 4.992799 | 0.197361 | 5.062141 | 0.6995 | 0.5514 | 0.3589 | nan | nan |
| 2459867 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.469208 | 36.692978 | 0.103240 | 6.517662 | -0.835670 | 2.337289 | 0.094470 | 2.332941 | 0.7135 | 0.5624 | 0.3567 | nan | nan |
| 2459866 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.409173 | 41.203578 | 0.170116 | 5.430427 | -0.063287 | 4.741923 | 2.655675 | 3.365839 | 0.7118 | 0.5623 | 0.3506 | nan | nan |
| 2459865 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.741785 | 45.291111 | 2.425434 | 7.921193 | -0.765099 | 5.749869 | 0.552622 | 5.214926 | 0.7282 | 0.5833 | 0.3289 | nan | nan |
| 2459864 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.699672 | 56.336234 | -0.494319 | 2.988932 | -0.287913 | 4.761150 | 1.593323 | 4.582923 | 0.7077 | 0.5536 | 0.3663 | nan | nan |
| 2459863 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.252064 | 35.724516 | -0.691150 | -1.287768 | -0.904263 | 9.686206 | -0.026938 | 1.592120 | 0.7043 | 0.5496 | 0.3609 | nan | nan |
| 2459862 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459861 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.091106 | 28.663842 | -0.635725 | -0.137481 | -0.206183 | 11.437013 | 0.081412 | 0.884722 | 0.7171 | 0.5389 | 0.3768 | nan | nan |
| 2459860 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.231026 | 30.374194 | 0.288075 | 1.749527 | -0.740828 | 15.828286 | -0.024621 | 0.197517 | 0.7243 | 0.5450 | 0.3755 | nan | nan |
| 2459859 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.959208 | 27.480639 | -0.741289 | 0.094764 | 0.144549 | 11.241255 | -0.401710 | 0.333129 | 0.7293 | 0.5617 | 0.3669 | nan | nan |
| 2459858 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.017653 | 28.818069 | -0.735696 | -0.531159 | -0.050166 | 27.365867 | -0.183587 | 1.519927 | 0.7377 | 0.5576 | 0.3804 | 3.363855 | 3.743417 |
| 2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.583879 | 3.312173 | 0.063269 | -0.541720 | 0.728824 | 40.480935 | 0.450701 | 2.941898 | 0.0318 | 0.0568 | 0.0123 | nan | nan |
| 2459856 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.444162 | 41.303977 | 0.599368 | 3.196638 | -0.636913 | 5.854469 | 1.580963 | 1.992218 | 0.7294 | 0.5896 | 0.3558 | 2.984818 | 3.545198 |
| 2459855 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.714605 | 41.081202 | -0.568684 | 1.742671 | -0.839403 | 0.568840 | 0.616846 | 0.422985 | 0.7005 | 0.6045 | 0.3766 | 2.758890 | 3.054311 |
| 2459854 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.896400 | 40.536170 | -0.795362 | 1.911161 | -0.346930 | 1.134115 | 2.652223 | 2.168795 | 0.7109 | 0.6282 | 0.3877 | 2.764692 | 2.816699 |
| 2459853 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.110955 | 33.855299 | -0.889591 | 2.616594 | -0.812570 | 2.617360 | 0.971309 | 0.995616 | 0.7427 | 0.5724 | 0.3893 | 3.258959 | 3.806512 |
| 2459852 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.160995 | 33.009958 | -0.915127 | 0.991707 | -0.669427 | 8.865125 | -0.279609 | 6.083698 | 0.8277 | 0.7649 | 0.2210 | 4.848048 | 6.689541 |
| 2459851 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.380483 | 36.264023 | -0.828646 | 3.084831 | 0.706532 | 16.331332 | 1.109473 | 5.786170 | 0.7607 | 0.6243 | 0.3197 | 3.224116 | 3.841494 |
| 2459850 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.271508 | 36.465140 | -0.859567 | 2.485532 | -0.452181 | 6.257115 | 0.762054 | 5.029419 | 0.7480 | 0.6544 | 0.3225 | 2.987410 | 3.009646 |
| 2459849 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.144742 | 39.396410 | -0.790779 | 5.780321 | -0.890169 | 3.123300 | 0.250560 | 1.303461 | 0.7478 | 0.6421 | 0.3315 | 3.154924 | 3.351186 |
| 2459848 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.102518 | 35.101765 | -0.049729 | 3.973588 | -0.862796 | 6.239710 | -0.143521 | 0.866898 | 0.7262 | 0.6500 | 0.3469 | 3.038977 | 3.132287 |
| 2459847 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.463081 | 37.322374 | 0.113747 | 3.667211 | -0.741732 | 6.201463 | 0.619913 | 1.273528 | 0.7333 | 0.5620 | 0.4022 | 3.262066 | 3.478640 |
| 2459845 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.227927 | 43.870884 | 0.235940 | 5.906438 | -0.032053 | 4.511321 | 0.912775 | -0.049169 | 0.7222 | 0.6239 | 0.3663 | 4.885812 | 3.942792 |
| 2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.810289 | 11.837282 | -0.249454 | 4.589678 | 0.076472 | 0.054460 | 1.388243 | 2.457379 | 0.0582 | 0.0311 | 0.0167 | nan | nan |
| 2459843 | digital_ok | 100.00% | 1.20% | 0.66% | 0.00% | 100.00% | 0.00% | 0.211239 | 48.373963 | -1.042684 | 2.905020 | -1.065983 | 3.692106 | 1.486002 | 1.458147 | 0.7364 | 0.6335 | 0.3700 | 4.550561 | 4.537585 |
| 2459842 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.202979 | 27.544690 | -0.041379 | -1.099124 | -0.329438 | -1.338046 | 0.294905 | 0.439375 | 0.7601 | 0.5274 | 0.2842 | 6.090828 | 7.005307 |
| 2459841 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.889920 | 17.920277 | -0.043538 | 4.195848 | -0.410754 | -0.871053 | 1.765475 | 2.274508 | 0.0518 | 0.0313 | 0.0142 | nan | nan |
| 2459839 | digital_ok | 100.00% | - | - | - | - | - | -0.834274 | -0.103926 | 1.800155 | 0.431072 | 0.090950 | 0.867758 | 2.627676 | 5.712328 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.319681 | 40.575711 | -0.033076 | 2.219002 | -1.093536 | 7.008780 | -0.229491 | -0.658904 | 0.7593 | 0.6069 | 0.3725 | 4.558382 | 6.679960 |
| 2459836 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0477 | 0.0404 | 0.0011 | nan | nan |
| 2459835 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.136696 | -1.449721 | -0.979244 | 0.146251 | 1.175174 | -0.476172 | -0.105997 | -0.313076 | 0.0517 | 0.0391 | 0.0036 | nan | nan |
| 2459833 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.476245 | 3.984046 | -0.288190 | 0.465219 | 1.956292 | 1.797578 | 1.308168 | 1.814849 | 0.0534 | 0.0386 | 0.0053 | nan | nan |
| 2459832 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.969164 | 61.806844 | -0.249408 | 1.793948 | -0.130133 | 1.157305 | 0.119545 | -0.866670 | 0.8104 | 0.4510 | 0.5548 | 3.659217 | 4.111296 |
| 2459831 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -1.181366 | -0.516843 | 1.735250 | 0.400461 | -0.864422 | -0.753741 | 1.144323 | 3.183470 | 0.0300 | 0.0273 | 0.0018 | nan | nan |
| 2459830 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.555585 | 60.507530 | -0.112832 | 2.810776 | -1.132600 | 3.806272 | 0.377015 | -0.977370 | 0.8106 | 0.4674 | 0.5340 | 5.394621 | 5.835751 |
| 2459829 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.534655 | 67.837109 | -0.574766 | 2.670522 | -0.851723 | 7.016131 | 1.660569 | -0.419870 | 0.7636 | 0.5774 | 0.3902 | 15.558675 | 11.754189 |
| 2459828 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.205524 | 51.540714 | -0.594704 | 2.506795 | -0.407746 | 2.782781 | 0.589796 | -0.462290 | 0.8071 | 0.4765 | 0.5193 | 0.000000 | 0.000000 |
| 2459827 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.454356 | 51.434703 | 0.315470 | 3.716702 | -0.586916 | 5.639604 | 1.696920 | 0.751064 | 0.7680 | 0.5721 | 0.3926 | 0.000000 | 0.000000 |
| 2459826 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.573727 | 46.767091 | 0.140852 | 3.568694 | -0.342235 | 4.507760 | 0.236950 | -0.371639 | 0.8034 | 0.4835 | 0.4927 | -0.000000 | -0.000000 |
| 2459825 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.402250 | 49.596129 | -0.623880 | 2.486033 | -0.540379 | 2.228813 | 0.165087 | -0.335924 | 0.8045 | 0.5041 | 0.4802 | 5.833701 | 7.225373 |
| 2459824 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.259982 | 38.781677 | -0.551153 | 2.852730 | -1.020749 | 5.048968 | 0.400006 | 0.032477 | 0.7319 | 0.6345 | 0.3306 | 7.180972 | 7.556650 |
| 2459823 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.130860 | 43.349897 | -0.075021 | 4.220495 | 0.334774 | 7.168843 | 0.040306 | 2.964432 | 0.7749 | 0.5483 | 0.4438 | 5.850605 | 11.186245 |
| 2459822 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.443754 | 48.503298 | -0.251031 | 3.697681 | -0.210308 | 3.491791 | 0.844100 | 0.359348 | 0.8077 | 0.5334 | 0.4693 | 4.635795 | 7.219739 |
| 2459821 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.142449 | 55.080117 | -0.268602 | 3.825003 | -0.837822 | 3.639351 | -0.045811 | 1.976110 | 0.7995 | 0.5416 | 0.4601 | 3.847857 | 5.524364 |
| 2459820 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.223410 | 54.188611 | 0.017797 | 3.374370 | -1.021847 | 14.154436 | 0.096333 | -0.472536 | 0.7759 | 0.5719 | 0.3928 | 5.081601 | 6.505013 |
| 2459817 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.402479 | 48.302335 | -0.630452 | 3.282215 | -0.988595 | 7.767924 | -0.541760 | -0.403361 | 0.8024 | 0.5831 | 0.4450 | 3.764483 | 5.451903 |
| 2459816 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.283495 | 40.214213 | -0.500380 | 3.289582 | -0.883631 | 12.938910 | 0.125598 | 0.940348 | 0.8465 | 0.5113 | 0.5578 | 4.223013 | 5.730492 |
| 2459815 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.449172 | 42.200971 | -0.601028 | 3.448751 | -0.694312 | 11.988252 | 0.340821 | 4.510820 | 0.7986 | 0.6043 | 0.4570 | 3.557594 | 5.005712 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 31.304725 | 31.304725 | -0.813052 | -0.816584 | -0.626809 | 0.742227 | -0.383548 | 1.413108 | 0.025221 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 32.719339 | -0.881662 | 32.719339 | -0.628047 | -0.856194 | -0.202643 | 0.288516 | -0.209044 | 1.123783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 29.454785 | -0.939936 | 29.454785 | -0.712614 | -0.886551 | -0.785024 | 0.591655 | 0.202817 | 1.272837 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 29.328666 | 29.328666 | -1.019653 | -1.095312 | -0.572496 | 0.668110 | -0.478081 | 0.401573 | -0.372913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 33.428959 | -1.144847 | 33.428959 | -1.409532 | -0.968349 | -1.303110 | 0.411695 | -0.545663 | 1.664873 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 27.907903 | 27.907903 | -0.874372 | -0.941023 | -1.187431 | 0.678459 | -0.139652 | 0.284559 | -0.952858 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 29.900464 | 29.900464 | -0.843743 | -1.372575 | -1.006209 | -0.098308 | -0.171542 | 0.884198 | -0.483680 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 35.426146 | -0.538436 | 35.426146 | -0.868228 | -0.873185 | 11.262321 | 8.448360 | 0.240964 | 0.523309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 45.378981 | 45.378981 | -0.687102 | 8.320910 | 0.205576 | 7.234911 | -0.693808 | 5.163214 | 0.115692 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 28.561604 | 28.561604 | -0.918606 | -0.993914 | -0.555478 | 0.182833 | 0.507701 | 0.929077 | -0.502665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 37.404151 | 37.404151 | -0.495697 | 7.341901 | -0.183747 | 3.687199 | -0.546922 | 3.505842 | -0.343385 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 58.118641 | 58.118641 | -0.800748 | 8.315502 | -0.078788 | 5.139108 | -0.968100 | 1.933028 | 0.001371 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 34.825442 | 34.825442 | -0.668215 | 9.614200 | -0.266146 | 9.838823 | -1.641767 | 7.764864 | 0.838670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 41.630177 | 41.630177 | -0.540070 | 7.816576 | -0.611207 | 3.009770 | -0.686195 | 1.866332 | 0.328461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 24.940365 | 24.940365 | -0.563624 | -1.210764 | -0.110118 | -1.727625 | 0.629145 | 1.474437 | 0.416821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 37.429106 | 37.429106 | -0.203201 | 9.826741 | -0.294447 | 5.463467 | -0.567378 | 4.631557 | 0.238768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 40.013101 | -0.342140 | 40.013101 | -0.401217 | 6.418545 | -0.828670 | 15.405593 | 0.548800 | 4.409804 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 44.014943 | -0.729418 | 44.014943 | 0.043374 | 9.195177 | -0.428853 | 6.775731 | -0.315049 | 3.910557 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 61.586483 | -0.558311 | 61.586483 | -0.436399 | 4.236007 | -0.109400 | 8.717268 | 0.379119 | 2.546880 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 46.327908 | -0.473997 | 46.327908 | -0.301757 | 6.009883 | -1.162151 | 3.712061 | -0.426017 | 1.516455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 40.923244 | 40.923244 | -0.717818 | 8.542731 | 0.649895 | 10.144708 | -1.109456 | 1.864222 | 0.467301 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 33.659365 | 33.659365 | -0.828565 | 8.692666 | 0.316634 | 8.265343 | 0.117373 | 0.896809 | -0.193984 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 55.788755 | -0.647195 | 55.788755 | 0.247064 | 5.989598 | -0.650701 | 5.355011 | 1.620247 | 3.083724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 45.936963 | -0.895836 | 45.936963 | 0.288621 | 5.216791 | -0.647766 | 6.213847 | 0.205687 | 2.407092 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 49.951335 | -0.730773 | 49.951335 | -0.227386 | 9.006257 | -0.853778 | 4.992799 | 0.197361 | 5.062141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 36.692978 | -0.469208 | 36.692978 | 0.103240 | 6.517662 | -0.835670 | 2.337289 | 0.094470 | 2.332941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 41.203578 | 41.203578 | -0.409173 | 5.430427 | 0.170116 | 4.741923 | -0.063287 | 3.365839 | 2.655675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 45.291111 | -0.741785 | 45.291111 | 2.425434 | 7.921193 | -0.765099 | 5.749869 | 0.552622 | 5.214926 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 56.336234 | 56.336234 | -1.699672 | 2.988932 | -0.494319 | 4.761150 | -0.287913 | 4.582923 | 1.593323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 35.724516 | -1.252064 | 35.724516 | -0.691150 | -1.287768 | -0.904263 | 9.686206 | -0.026938 | 1.592120 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 28.663842 | 28.663842 | -1.091106 | -0.137481 | -0.635725 | 11.437013 | -0.206183 | 0.884722 | 0.081412 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 30.374194 | -1.231026 | 30.374194 | 0.288075 | 1.749527 | -0.740828 | 15.828286 | -0.024621 | 0.197517 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 27.480639 | -0.959208 | 27.480639 | -0.741289 | 0.094764 | 0.144549 | 11.241255 | -0.401710 | 0.333129 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 28.818069 | 28.818069 | -1.017653 | -0.531159 | -0.735696 | 27.365867 | -0.050166 | 1.519927 | -0.183587 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Temporal Variability | 40.480935 | 3.312173 | 1.583879 | -0.541720 | 0.063269 | 40.480935 | 0.728824 | 2.941898 | 0.450701 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 41.303977 | -1.444162 | 41.303977 | 0.599368 | 3.196638 | -0.636913 | 5.854469 | 1.580963 | 1.992218 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 41.081202 | 41.081202 | 0.714605 | 1.742671 | -0.568684 | 0.568840 | -0.839403 | 0.422985 | 0.616846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 40.536170 | 40.536170 | 0.896400 | 1.911161 | -0.795362 | 1.134115 | -0.346930 | 2.168795 | 2.652223 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 33.855299 | 33.855299 | 0.110955 | 2.616594 | -0.889591 | 2.617360 | -0.812570 | 0.995616 | 0.971309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 33.009958 | 0.160995 | 33.009958 | -0.915127 | 0.991707 | -0.669427 | 8.865125 | -0.279609 | 6.083698 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 36.264023 | -0.380483 | 36.264023 | -0.828646 | 3.084831 | 0.706532 | 16.331332 | 1.109473 | 5.786170 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 36.465140 | -0.271508 | 36.465140 | -0.859567 | 2.485532 | -0.452181 | 6.257115 | 0.762054 | 5.029419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 39.396410 | 0.144742 | 39.396410 | -0.790779 | 5.780321 | -0.890169 | 3.123300 | 0.250560 | 1.303461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 35.101765 | 35.101765 | 0.102518 | 3.973588 | -0.049729 | 6.239710 | -0.862796 | 0.866898 | -0.143521 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 37.322374 | 37.322374 | -0.463081 | 3.667211 | 0.113747 | 6.201463 | -0.741732 | 1.273528 | 0.619913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 43.870884 | 43.870884 | 0.227927 | 5.906438 | 0.235940 | 4.511321 | -0.032053 | -0.049169 | 0.912775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 11.837282 | 1.810289 | 11.837282 | -0.249454 | 4.589678 | 0.076472 | 0.054460 | 1.388243 | 2.457379 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 48.373963 | 48.373963 | 0.211239 | 2.905020 | -1.042684 | 3.692106 | -1.065983 | 1.458147 | 1.486002 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 27.544690 | 0.202979 | 27.544690 | -0.041379 | -1.099124 | -0.329438 | -1.338046 | 0.294905 | 0.439375 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 17.920277 | 2.889920 | 17.920277 | -0.043538 | 4.195848 | -0.410754 | -0.871053 | 1.765475 | 2.274508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Temporal Discontinuties | 5.712328 | -0.103926 | -0.834274 | 0.431072 | 1.800155 | 0.867758 | 0.090950 | 5.712328 | 2.627676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 40.575711 | 40.575711 | -0.319681 | 2.219002 | -0.033076 | 7.008780 | -1.093536 | -0.658904 | -0.229491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | ee Temporal Variability | 1.175174 | -1.449721 | -0.136696 | 0.146251 | -0.979244 | -0.476172 | 1.175174 | -0.313076 | -0.105997 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 3.984046 | 3.984046 | 0.476245 | 0.465219 | -0.288190 | 1.797578 | 1.956292 | 1.814849 | 1.308168 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 61.806844 | -0.969164 | 61.806844 | -0.249408 | 1.793948 | -0.130133 | 1.157305 | 0.119545 | -0.866670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Temporal Discontinuties | 3.183470 | -1.181366 | -0.516843 | 1.735250 | 0.400461 | -0.864422 | -0.753741 | 1.144323 | 3.183470 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 60.507530 | -0.555585 | 60.507530 | -0.112832 | 2.810776 | -1.132600 | 3.806272 | 0.377015 | -0.977370 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 67.837109 | 67.837109 | -0.534655 | 2.670522 | -0.574766 | 7.016131 | -0.851723 | -0.419870 | 1.660569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 51.540714 | 51.540714 | 0.205524 | 2.506795 | -0.594704 | 2.782781 | -0.407746 | -0.462290 | 0.589796 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 51.434703 | -0.454356 | 51.434703 | 0.315470 | 3.716702 | -0.586916 | 5.639604 | 1.696920 | 0.751064 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 46.767091 | 46.767091 | -0.573727 | 3.568694 | 0.140852 | 4.507760 | -0.342235 | -0.371639 | 0.236950 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 49.596129 | 49.596129 | -0.402250 | 2.486033 | -0.623880 | 2.228813 | -0.540379 | -0.335924 | 0.165087 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 38.781677 | -0.259982 | 38.781677 | -0.551153 | 2.852730 | -1.020749 | 5.048968 | 0.400006 | 0.032477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 43.349897 | 43.349897 | -0.130860 | 4.220495 | -0.075021 | 7.168843 | 0.334774 | 2.964432 | 0.040306 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 48.503298 | -0.443754 | 48.503298 | -0.251031 | 3.697681 | -0.210308 | 3.491791 | 0.844100 | 0.359348 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 55.080117 | 55.080117 | -0.142449 | 3.825003 | -0.268602 | 3.639351 | -0.837822 | 1.976110 | -0.045811 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 54.188611 | -0.223410 | 54.188611 | 0.017797 | 3.374370 | -1.021847 | 14.154436 | 0.096333 | -0.472536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 48.302335 | -0.402479 | 48.302335 | -0.630452 | 3.282215 | -0.988595 | 7.767924 | -0.541760 | -0.403361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 40.214213 | 40.214213 | -0.283495 | 3.289582 | -0.500380 | 12.938910 | -0.883631 | 0.940348 | 0.125598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | 42.200971 | 42.200971 | -0.449172 | 3.448751 | -0.601028 | 11.988252 | -0.694312 | 4.510820 | 0.340821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |